{"id":"W4392225723","doi":"","title":"Elastic properties and anisotropie of source rock : multi-scale experimental workflow and effective medium modeling","year":2019,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workflow; Scale (ratio); Geology; Computer science; Materials science; Geography; Database; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626134,0.0009055103,0.0009447542,0.001006701,0.0006872012,0.001888121,0.001394869,0.0015766,0.003704628],"category_scores_gemma":[0.002879803,0.0007056635,0.001141051,0.001022693,0.000705164,0.00182952,0.001485125,0.001612652,0.0008261848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007378816,"about_ca_system_score_gemma":0.001654586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005960763,"about_ca_topic_score_gemma":0.009374,"domain_scores_codex":[0.9994123,0.00008965271,0.00004335255,0.0001542516,0.0002314657,0.00006898525],"domain_scores_gemma":[0.9986098,0.0005837053,0.0001136876,0.0003407834,0.0002670812,0.00008486623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006279665,0.0009830697,0.02585114,0.001039403,0.000191818,0.0007511598,0.0008294081,0.5924343,0.2674713,0.007337515,0.00201936,0.1004635],"study_design_scores_gemma":[0.00004146012,0.000143668,0.005201566,0.0000348233,0.00003644609,0.00006451146,0.0002231661,0.9485295,0.03976467,0.003458344,0.002423652,0.0000783035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4750286,0.0004622286,0.5047472,0.0006594356,0.0001454173,0.0004163989,0.002615477,0.005544873,0.01038044],"genre_scores_gemma":[0.8000176,0.0004123429,0.1952008,0.0000813558,0.00002335729,0.0004276799,0.001530385,0.0004283584,0.001878086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005960763,"threshold_uncertainty_score":0.01239324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554358680381058,"score_gpt":0.2277591677474327,"score_spread":0.1922155809436221,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}